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dsh-find-simplifications - Find evidence-backed harness simplifications

Audits the deepseek-harness repository for evidence-backed ways to remove, merge, or demote redundant implementation, documentation, tests, and Agent Notes.

Tags

Updated: 2026-10-01

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Survey repository architecture
  • Trace production consumers
  • Evaluate simplification candidates
  • Audit lifecycle boundaries
  • Audit invariant companions
  • Compare hand-rolled dependencies
  • Draft Agent Notes
  • Coalesce superseded notes
  • Simplify implementation prose

Inputs

  • DeepSeek Harness repository
  • Repository documentation
  • Source code
  • Agent Note tree
  • User simplification request

Outputs

  • Evidence-backed Agent Notes
  • Inline TODO/FIXME/XXX notes
  • Simplification proposals
  • Updated documentation
  • Audited Agent Note tree

Requirements

  • Repository access
  • Source and documentation search tools
  • Access to referenced Agent Notes
  • Ability to inspect production call sites

Source

  • Spec: SKILL.md
repository audit
code simplification
technical debt
Agent Notes
documentation audit
lifecycle analysis
dependency evaluation
Survey repository architecture
Trace production consumers
Evaluate simplification candidates
Audit lifecycle boundaries
DeepSeek Harness repository
Repository documentation
Source code
Evidence-backed Agent Notes
Inline TODO/FIXME/XXX notes
Simplification proposals